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Josh Baer

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titleconferencedate
Powering Spotify's Audio Personalization PlatformStrange Loop 20222022-09-22
Claims concrete scale and working components: personalization for 400 million monthly users across 183 markets over an 85+ million catalog, ~3 million…
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How Spotify Does ML At ScaleTWIMLcon: AI Platforms 20212021-01-19
Spotify reports building an ML platform since 2017 that centralizes tooling—Jukebox feature store, Kubeflow Pipeline (skf/qflow), Salem model serving and ML…
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The Evolution of Hadoop at Spotify Through Failures & PainGOTO Copenhagen 20152015-10-05
Spotify runs ~1,700 Hadoop nodes with 62 PB storage, ingesting ~30 TB logs/day and running ~20,000 jobs/day; an initial Python LogArchiver using SCP fails…
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